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Volumn , Issue , 2002, Pages

Tree-based reparameterization for approximate inference on loopy graphs

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATE INFERENCE; BELIEF PROPAGATION; BETHE FREE ENERGY; CONVERGENCE PROPERTIES; EXACT COMPUTATIONS; ITERATIVE ALGORITHM; NATURAL EXTENSION; REPARAMETERIZATION;

EID: 2942655074     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (15)

References (16)
  • 1
    • 84898975095 scopus 로고    scopus 로고
    • Generalized belief propagation
    • MIT Press
    • J. Yedidia, W. T. Freeman, and Y. Weiss. Generalized belief propagation. In NIPS 13, pages 689-695. MIT Press, 2001.
    • (2001) NIPS , vol.13 , pp. 689-695
    • Yedidia, J.1    Freeman, W.T.2    Weiss, Y.3
  • 4
    • 0031996401 scopus 로고    scopus 로고
    • Iterative decoding of compound codes by probability propagation in graphical models
    • February
    • F. Kschischang and B. Frey. Iterative decoding of compound codes by probability propagation in graphical models. IEEE Sel. Areas Comm., 16(2):219-230, February 1998.
    • (1998) IEEE Sel. Areas Comm. , vol.16 , Issue.2 , pp. 219-230
    • Kschischang, F.1    Frey, B.2
  • 6
    • 84988779772 scopus 로고    scopus 로고
    • Correctness of local probability propagation in graphical models with loops
    • Y. Weiss. Correctness of local probability propagation in graphical models with loops. Neural Computation, 12:1-41, 2000.
    • (2000) Neural Computation , vol.12 , pp. 1-41
    • Weiss, Y.1
  • 7
    • 84898973486 scopus 로고    scopus 로고
    • Correctness of belief propagation in gaussian graphical models of arbitrary topology
    • MIT Press
    • Y. Weiss and W. T. Freeman. Correctness of belief propagation in Gaussian graphical models of arbitrary topology. In NIPS 12, pages 673-679. MIT Press, 2000.
    • (2000) NIPS , vol.12 , pp. 673-679
    • Weiss, Y.1    Freeman, W.T.2
  • 8
    • 0037711261 scopus 로고    scopus 로고
    • An analysis of turbo decoding with gaussian densities
    • MIT Press
    • P. Rusmevichientong and B. Van Roy. An analysis of turbo decoding with Gaussian densities. In NIPS 12, pages 575-581. MIT Press, 2000.
    • (2000) NIPS , vol.12 , pp. 575-581
    • Rusmevichientong, P.1    Von Roy, B.2
  • 9
    • 0033896968 scopus 로고    scopus 로고
    • The geometry of turbo-decoding dynamics
    • January
    • T. Richardson. The geometry of turbo-decoding dynamics. IEEE Trans. Info. Theory, 46(1):9-23, January 2000.
    • (2000) IEEE Trans. Info. Theory , vol.46 , Issue.1 , pp. 9-23
    • Richardson, T.1
  • 10
    • 36149021742 scopus 로고
    • The theory of cooperative phenomena
    • R. Kikuchi. The theory of cooperative phenomena. Physical Review, 81:988-1003, 1951.
    • (1951) Physical Review , vol.81 , pp. 988-1003
    • Kikuchi, R.1
  • 11
    • 0012130564 scopus 로고    scopus 로고
    • Belief optimization: A stable alternative to loopy belief propagation
    • July
    • M. Welling and Y. Teh. Belief optimization: A stable alternative to loopy belief propagation. In Uncertainty in Artificial Intelligence, July 2001.
    • (2001) Uncertainty in Artificial Intelligence
    • Welling, M.1    Teh, Y.2
  • 12
    • 77954830910 scopus 로고    scopus 로고
    • A double-loop algorithm to minimize the bethe and kikuchi free energies
    • To appear
    • A. Yuille. A double-loop algorithm to minimize the Bethe and Kikuchi free energies. Neural Computation, To appear, 2001.
    • (2001) Neural Computation
    • Yuille, A.1
  • 13
    • 0010193907 scopus 로고    scopus 로고
    • Tree-based reparameterization for approximate estimation on graphs with cycles
    • available May
    • M. J. Wainwright, T. Jaakkola, and A. S. Willsky. Tree-based reparameterization for approximate estimation on graphs with cycles. LIDS Tech. report P-2510: available at http://ssg.mit.edu/groiip/mjwaiii/mjwaiii.slitml May 2001.
    • (2001) LIDS Tech. Report P-2510
    • Wainwright, M.J.1    Jaakkola, T.2    Willsky, A.S.3
  • 16
    • 0035246323 scopus 로고    scopus 로고
    • On the optimality of solutions of the max-product belief propagation algorithm in arbitrary graphs
    • W. Freeman and Y. Weiss. On the optimality of solutions of the max-product belief propagation algorithm in arbitrary graphs. IEEE Trans. Info. Theory, 47:736-744, 2001.
    • (2001) IEEE Trans. Info. Theory , vol.47 , pp. 736-744
    • Freeman, W.1    Weiss, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.